48 citations · 51 across the 3 of their papers we have counts for
6 papers
Adaptive Pixel-wise Structured Sparse Network for Efficient CNNs
Chen Tang, Wenyu Sun, Zhuqing Yuan +1
To accelerate deep CNN models, this paper proposes a novel spatially adaptive framework that can dynamically generate pixel-wise sparsity according to the input image. The sparse s…
ADMP: An Adversarial Double Masks Based Pruning Framework For Unsupervised Cross-Domain Compression
Xiaoyu Feng, Zhuqing Yuan, Guijin Wang +1
Despite the recent progress of network pruning, directly applying it to the Internet of Things (IoT) applications still faces two challenges, i.e. the distribution divergence betwe…
Bi-stream Pose Guided Region Ensemble Network for Fingertip Localization from Stereo Images
Guijin Wang, Cairong Zhang, Xinghao Chen +3
In human-computer interaction, it is important to accurately estimate the hand pose especially fingertips. However, traditional approaches for fingertip localization mainly rely on…
Two-Stream Binocular Network: Accurate Near Field Finger Detection Based On Binocular Images
Yi Wei, Guijin Wang, Cairong Zhang +3
Fingertip detection plays an important role in human computer interaction. Previous works transform binocular images into depth images. Then depth-based hand pose estimation method…
Interactive Hand Pose Estimation: Boosting accuracy in localizing extended finger joints
Cairong Zhang, Guijin Wang, Hengkai Guo +3
Accurate 3D hand pose estimation plays an important role in Human Machine Interaction (HMI). In the reality of HMI, joints in fingers stretching out, especially corresponding finge…
Towards Good Practices for Deep 3D Hand Pose Estimation
Hengkai Guo, Guijin Wang, Xinghao Chen +1
3D hand pose estimation from single depth image is an important and challenging problem for human-computer interaction. Recently deep convolutional networks (ConvNet) with sophisti…